Publications

Publication date: October 21, 2024

MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors

CIKM 2024

Nakyeong Yang, Minsung Kim, David Seunghyun Yoon, Joongbo Shin, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: September 29, 2024

ReCON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories

European Conference on Computer Vision (ECCV)

Chen-Yi Lu, Shubham Agarwal, Mehrab Tanjim, Kanak Mahadik, Anup Rao, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Somali Chaterji
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 29, 2024

SAFARI: Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation

European Conference on Computer Vision (ECCV)

Sayan Nag, Koustava Goswami, Srikrishna Karanam
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 5, 2024

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Interspeech 2024

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing

Publication date: August 16, 2024

KaPQA: Knowledge-Augmented Product Question-Answering

ACL 2024 Workshop on Knowledge Augmented Methods for NLP

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 16, 2024

Multi-hop Database Reasoning with Virtual Knowledge Graph

ACL 2024 Workshop on Knowledge Graphs and Large Language Models

Juhee Son, Yeon Seonwoo, Alice Oh, James Thorne, David Seunghyun Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 12, 2024

Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining

ACL 2024 Findings

Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 2, 2024

Generative Escher Meshes

SIGGRAPH 2024

Thibault Groueix, Noam Aigerman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 2, 2024

IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion Models

SIGGRAPH 2024

Jundan Luo, Duygu Ceylan, Jae Shin Yoon, Nanxuan Zhao, Julien Philip, Anna Frühstück, Wenbin Li, Christian Richardt, Tuanfeng Y. Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 29, 2024

N-BVH: Neural Ray Queries with Bounding Volume Hierarchies

SIGGRAPH 2024

Philippe Weier, Alexander Rath, Élie Michel, Iliyan Georgiev, Philipp Slusallek, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 29, 2024

Stabler Neo-Hookean Simulation: Absolute Eigenvalue Filtering for Projected Newton

SIGGRAPH 2024

Honglin Chen, Hsueh-Ti Derek Liu, David I.W. Levin, Changxi Zheng, Alec Jacobson
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 29, 2024

Surface-Filling Curve Flows via Implicit Medial Axes

SIGGRAPH 2024

Yuta Noma, Silvia Sellán, Nicholas Sharp, Karan Singh, Alec Jacobson
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

Semantic Shape Editing with Parametric Implicit Templates

SIGGRAPH 2024

Uday Kusupati, Mathieu Gaillard, Jean Thiery, Adrien Kaiser
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation

SIGGRAPH 2024

Zhiqin Chen, Qimin Chen, Hang Zhou, Hao Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

Object-level Scene Deocclusion

SIGGRAPH 2024

Zhengzhe Liu, Qing Liu, Chirui Chang, Jianming Zhang, Daniil Pakhomov, Haitian Zheng, Zhe Lin, Daniel Cohen-Or, Chi-Wing Fu
  • Adobe Research icon AI & Machine Learning

Publication date: July 28, 2024

Text-to-vector Generation With Neural Path Representation

SIGGRAPH 2024

Peiying Zhang, Nanxuan (Cherry) Zhao, Jing Liao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2024

One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns

SIGGRAPH 2024

Arman Maesumi, Dylan Hu, Krishi Saripalli, Vladimir (Vova) Kim, Matt Fisher, Soren Pirk, Daniel Ritchie
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 27, 2024

Editing Partially Observable Networks via Graph Diffusion Models

ICML 2024

Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
  • Adobe Research icon AI & Machine Learning

Publication date: July 27, 2024

Separate-and-Enhance: Compositional Finetuning for Text-to-Image Diffusion Models

SIGGRAPH 2024

Zhipeng Bao, Yijun Li, Krishna Kumar Singh, Yu-Xiong Wang, Martial Hebert
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: July 27, 2024

Biharmonic Coordinates and their Derivatives for Triangular 3D Cages

SIGGRAPH 2024

Jean Thiery, Élie Michel, Jiong Chen
  • Adobe Research icon Graphics (2D & 3D)
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